Volume 28, Issue 2

Search all Multimedia Systems articles

April 2022

Special Issue on Deep Learning for Intelligent Multimedia Systems

Issue Editors:

Meng Liu,
Tian Gan,
Yan,
HUA HUANG,
MOHAN KANKANHALLI

25 articles in this issue

Editorial
Meng Liu
Yan Yan
Mohan Kankanhalli
Editorial 30 October 2021 Pages: 361 - 362
Part of 2 collections:

S.I. Deep Learning for Intelligent Multimedia Systems

S.I. Deep Learning for Intelligent Multimedia Systems
Hybrid features and semantic reinforcement network for image forgery detection
Haipeng Chen
Chaoqun Chang
Yingda Lyu
Special Issue Paper 04 May 2021 Pages: 363 - 374
Part of 2 collections:

S.I. Deep Learning for Intelligent Multimedia Systems

S.I. Deep Learning for Intelligent Multimedia Systems
Pinyin-to-Chinese conversion on sentence-level for domain-specific applications using self-attention model
Shufeng Xiong
Li Ma
Bingkun Wang
Special Issue Paper 17 July 2021 Pages: 375 - 386
Part of 2 collections:

S.I. Deep Learning for Intelligent Multimedia Systems

S.I. Deep Learning for Intelligent Multimedia Systems
Key frame extraction based on global motion statistics for team-sport videos
Yuan Yuan
Zhe Lu
Xu Liu
Special Issue Paper 03 May 2021 Pages: 387 - 401
Part of 2 collections:

S.I. Deep Learning for Intelligent Multimedia Systems

S.I. Deep Learning for Intelligent Multimedia Systems
3D human pose estimation with multi-scale graph convolution and hierarchical body pooling
Ke Huang
TianQi Sui
Hong Wu
Special Issue Paper 28 May 2021 Pages: 403 - 412
Part of 2 collections:

Deep Learning for Intelligent Multimedia Systems

S.I. Deep Learning for Intelligent Multimedia Systems
Skip-attention encoder–decoder framework for human motion prediction
Ruipeng Zhang
Xiangbo Shu
Yan Song
Special Issue Paper 11 June 2021 Pages: 413 - 422
Part of 2 collections:

S.I. Deep Learning for Intelligent Multimedia Systems

S.I. Deep Learning for Intelligent Multimedia Systems
DBFC-Net: a uniform framework for fine-grained cross-media retrieval
Qiong Wang
Youdong Guo
Yazhou Yao
Special Issue Paper 26 July 2021 Pages: 423 - 432
Part of 2 collections:

Deep Learning for Intelligent Multimedia Systems

S.I. Deep Learning for Intelligent Multimedia Systems
Structure injected weight normalization for training deep networks
Xu Yuan
Xiangjun Shen
Zhengjun Zha
Special Issue Paper 27 April 2021 Pages: 433 - 444
Part of 2 collections:

Deep Learning for Intelligent Multimedia Systems

S.I. Deep Learning for Intelligent Multimedia Systems
Question-relationship guided graph attention network for visual question answer
Rui Liu
Liansheng Zhuang
Tian Bai
Special Issue Paper 15 March 2021 Pages: 445 - 456
Part of 2 collections:

Deep Learning for Intelligent Multimedia Systems

S.I. Deep Learning for Intelligent Multimedia Systems
Direction-induced convolution for point cloud analysis
Yuan Fang
Chunyan Xu
Chunlong Hu
Special Issue Paper 23 March 2021 Pages: 457 - 468
Part of 2 collections:

Deep Learning for Intelligent Multimedia Systems

S.I. Deep Learning for Intelligent Multimedia Systems
Assessing learning engagement based on facial expression recognition in MOOC’s scenario
Junge Shen
Haopeng Yang
Zhiyong Cheng
Special Issue Paper 19 October 2021 Pages: 469 - 478
Part of 2 collections:

Deep Learning for Intelligent Multimedia Systems

S.I. Deep Learning for Intelligent Multimedia Systems
A multi-scale multi-attention network for dynamic facial expression recognition
Xiaohan Xia
Le Yang
Dongmei Jiang
Original Research Paper 05 October 2021 Pages: 479 - 493
Objective image fusion evaluation method for target recognition based on target quality factor
Ming Guo
Biao Li
Mohan Wang
Regular Paper 15 October 2021 Pages: 495 - 510
Image quality measurement-based comparative analysis of illumination compensation methods for face image normalization
Mannan Hassan
Muhammad Suhail Shaikh
Munsif Ali Jatoi
Regular Paper 19 October 2021 Pages: 511 - 520
Point cloud inpainting with normal-based feature matching
Yu Shi
Chuanchuan Yang
Regular Paper 23 October 2021 Pages: 521 - 527
Practical 3D human skeleton tracking based on multi-view and multi-Kinect fusion
Manh-Hung Nguyen
Ching-Chun Hsiao
Ching-Chun Huang
Regular Paper 23 October 2021 Pages: 529 - 552
Characteristic analysis of new four-dimensional autonomous power system and its application in color image encryption
Yining Su
Xingyuan Wang
Regular Paper 25 October 2021 Pages: 553 - 571
An improved algorithm of video quality assessment by danmaku analysis
Hanyun Zhang
Dongliang Guo
Shuo Li
Regular Paper 26 October 2021 Pages: 573 - 582
DeepRecog: Threefold underwater image deblurring and object recognition framework for AUV vision systems
M. V. Pranav
A. V. Shreyas Madhav
Janaki Meena
Regular Paper 27 October 2021 Pages: 583 - 593
Image compression and encryption algorithm based on 2D compressive sensing and hyperchaotic system
JinLong Liu
Miao Zhang
Zhu Wang
Regular Paper 29 October 2021 Pages: 595 - 610
Lightweight feature separation, fusion and optimization networks for accurate image super-resolution
Lin Tian
Shaoshuai Gao
Guofang Tu
Regular Paper 29 October 2021 Pages: 611 - 622
Watermarking techniques for three-dimensional (3D) mesh models: a survey
Modigari Narendra
M L Valarmathi
L Jani Anbarasi
Regular Paper 03 November 2021 Pages: 623 - 641
Developing novel video coding model using modified dual-tree wavelet-based multi-resolution technique
S. S. Nithin
L. K. Padma Suresh
P. Muthukumar
Regular Paper 17 January 2022 Pages: 643 - 657
A novel SPLIT-SIM approach for efficient image retrieval
Aiswarya S Kumar
Jyothisha J Nair
Regular Paper 08 November 2021 Pages: 659 - 672
Unsupervised adversarial image retrieval
Ling Huang
Cong Bai
Shengyong Chen
Regular Paper 27 November 2021 Pages: 673 - 685

Volume 28, Issue 2

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